惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

S
SegmentFault 最新的问题
G
Google Developers Blog
H
Help Net Security
月光博客
月光博客
阮一峰的网络日志
阮一峰的网络日志
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
P
Proofpoint News Feed
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
B
Blog RSS Feed
爱范儿
爱范儿
酷 壳 – CoolShell
酷 壳 – CoolShell
博客园 - 三生石上(FineUI控件)
大猫的无限游戏
大猫的无限游戏
人人都是产品经理
人人都是产品经理
GbyAI
GbyAI
D
Docker
Hugging Face - Blog
Hugging Face - Blog
I
InfoQ
博客园 - 司徒正美
Last Week in AI
Last Week in AI
Microsoft Security Blog
Microsoft Security Blog
美团技术团队
Stack Overflow Blog
Stack Overflow Blog
M
MIT News - Artificial intelligence

Latest from TechRadar in News

VodafoneThree gets Ofcom approval to bring satellite connectivity to your smartphone NYT Connections today – my hints and answers for April 16 (#1040) Quordle hints and answers for Thursday, April 16 (game #1543) NYT Strands hints and answers for Thursday, April 16 (game #774) Is this the tipping point for AI at work? New Gallup survey finds half of all US employees now use it in some way Allbirds — the shoe viral company — just pivoted into AI, and I wish this were an Onion headline 'Every Apple user needs to know about this nasty scam': Fake warnings tell users their iCloud data will be… 'Makes it even more disappointing': Microsoft backs fossil fuel big time with $7 billion deal in race for AI… 'Maybe it’s not science fiction': Solar panels are causing rainwater to fall in one of the driest places… Maine becomes first US state to pass data centre construction ban Dozens of WordPress plugins hijacked to target thousands of sites Drone-killing laser weapons greenlit for use in US airspace – FAA and Defense Department say high-energy weapons are ‘ready to protect all air travelers from illicit drone use’ despite airspace restrictions and friendly-fire incidents 'We are currently being extorted' — crypto giant Kraken says it is facing extortion attack, here's… McGraw Hill becomes latest to see its Salesforce data hacked Looking for a new PC? Now might be great time to upgrade, as Gartner figures claim shipments are rising — while… Farewell Surface Hub — Microsoft kills off its super-sized touchscreen displays, but you might still be able to get one if you act fast 'We have no interest in patient data in the UK': Palantir UK head defends record as criticisms rise Amazon’s new AI Bio Discovery tool can provide ‘every researcher’ with ‘lab-in-the-loop drug discovery’ – 40+ AI biology models can filter 300,000 novel antibody candidates down to the top results for testing in just weeks Over 100 Chrome Web Store extensions found stealing user data from thousands of accounts OpenAI reveals its Mythos rival designed for cybersecurity pros NYT Connections hints and answers for Tuesday, April 14 (game #1038) Forget Dr Doolittle, study finds animals might not only want to use tech, but they also want to talk to us with it… 'The decision is deeply troubling': Tesla gets a green light for Full Self-Driving in Europe — but not… OpenAI flags third-party data issue — all macOS users should update now Microsoft says Copilot is for ‘entertainment' not work, Meta’s Muse Spark and 7 other AI stories you… Man Utd vs Leeds Live Streams: How to watch Premier League 2025/26 from anywhere in the world, team news What is the release date for Invincible season 4 episode 7 on Prime Video? Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… The Lenovo Legion Go 2 handheld costs more than two Nvidia RTX 5080 GPUs — and that's genuinely absurd Secretlab is launching its first Diablo desk, with a design that 'traces the infernal history' of the series
Is your business not showing up in AI overviews? Trustpil...
Craig Hale · 2026-05-20 · via Latest from TechRadar in News
man using voip headset talking to customer
(Image credit: Shutterstock)

  • Brands with no Trustpilot account only appeared in 1% of AI-generated answers
  • Review and trust platforms are the second-most cited source type
  • Relevance, recency and ranking are vital in a good GEO strategy

Trustpilot claims businesses could effectively be “invisible” in AI-generated answers if they fail to build visible trust signals through customer reviews and engagement, indicating a new post-SEO era.

While optimizing for search engines remains key, generative engine optimization (GEO) has introduced yet more challenges for companies looking to survive in 2026 and beyond.

According to Trustpilot’s research, only those with active review profiles are most likely to appear in AI results per the analysis of 800K answers across ChatGPT, Gemini, Perplexity and Google’s AI Mode.

Reviews could revolutionize your business

The alarming data reveals brands with no Trustpilot presence were cited in just 1% of AI-generated answers. Conversely, those with 80+ reviews were cited in over three-quarters of answers.

Thankfully, even laying out the foundations can create a meaningful uplift. By creating a Trustpilot account, or presumably a similar online reviews account, the company saw businesses being cited in more than half (53.5%) of AI-generated answers. More reviews, responses and engagement lead to even higher visibility.

This is all important information for companies looking to increase visibility, with more than half (58%) of consumers now using AI to find products and services – a number that’s expected to climb.

The report claims that brands increasingly need AI visibility as well as search visibility – not in place of it – as AI-generated answers quickly emerge as the new front page for businesses.

Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed!

More broadly, review and trust platforms are playing bigger roles in AI discovery. Per the data, they’re now the second-most cited source type in AI-generated answers, accounting for 14% of all citations.

The availability of fresh content, detailed information and signals of public trust and legitimacy all influence the prevalence of review platforms in AI-generated answers, the firm said, summarizing the ‘3Rs’ – relevance, recency and ranking.

Trustpilot criticized company web pages for being static, corporate places of information, whereas public forums like review sites offer real-time, conversational and experience-based details to tick the relevance box.

Recency is where Trustpilot sings its own praises, amassing around 200K reviews daily in 2025, while a 94/100 domain authority score affords this website high ranking for information retrieval by AI engines.

As for the industry in general, the report details how AI systems are increasingly combining traditional search indexing (hence the continued importance of SEO), retrieval systems, LLMs and real-time web grounding.

Why responding to reviews matters

Although opening a profile can boost AI visibility somewhat, Trustpilot found that responding to comments and engaging with customers gives businesses the best chances of being seen in AI-generated search results.

It’s not clear why, but the company surmises that the two-way interaction could reduce spam signals and demonstrate accountability.

Live feeds also show that a company is still operational, that customer support exists and that complaints are addressed.

“In an era of AI-powered buying journeys, trust is a quantifiable, high-value asset for businesses,” Chief Customer Officer Alicia Skubick commented.

While Trustpilot’s findings center around its own business model, the data does point to a broader shift in how businesses need to reach customers in an AI-first era.

Future discovery strategies must expand beyond SEO to include trust signals, customer engagement and real-time information to tackle the emerging challenge that is GEO.


Google logo on a black background next to text reading 'Click to follow TechRadar'

Follow TechRadar on Google News and add us as a preferred source to get our expert news, reviews, and opinion in your feeds.

With several years’ experience freelancing in tech and automotive circles, Craig’s specific interests lie in technology that is designed to better our lives, including AI and ML, productivity aids, and smart fitness. He is also passionate about cars and the decarbonisation of personal transportation. As an avid bargain-hunter, you can be sure that any deal Craig finds is top value!